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AI & ML interests
Spectral telemetry to diagnose failure and inefficiency in model training and fine tuning (e.g., LoRA)
Recent Activity
Organizations
published an article 21 minutes ago view article Post 9: Growing Gradience Without Breaking the Core
view article The Spectral Microscope Finds Structure in Time
view article You Don't Need Eval to Know How LoRA Training Is Going
view article Before You Merge: Predicting LoRA Dominance with Geometry
view article Stop Wasting LoRA Capacity: Spectral Auditing and Evidence-Based Compression
published an article about 2 months ago view article Gradience: Measuring What Your LoRA Adapter Actually Learned
published an article about 2 months ago view article Gradience: Principled LoRA Compression Through Spectral Auditing
view article Gradience in 10 Minutes: Flight Recorder + Mechanic for LoRA